Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats
The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, an...
Gespeichert in:
Veröffentlicht in: | Molecular biology and evolution 2024-01 |
---|---|
Hauptverfasser: | , , , , , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | Molecular biology and evolution |
container_volume | |
creator | Chen, Siqian Liu, Shuli Shi, Shaolei Yin, Hongwei Tang, Yongjie Zhang, Jinning Li, Wenlong Liu, Gang Qu, Kaixing Ding, Xiangdong Wang, Yachun Liu, Jianfeng Zhang, Shengli Fang, Lingzhao Yu, Ying |
description | The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, and other mammals. Here, we systematically characterized the evolutionary dynamics of DNA methylation and gene expression in three somatic tissues (i.e., brain, liver, and skeletal muscle) and sperm across seven mammalian species, including three ruminant livestock species (cattle, sheep, and goats), humans, pigs, mice, and dogs, by generating and integrating 160 DNA methylation and transcriptomic datasets. We demonstrate dynamic changes of DNA hypomethylated regions (HypoMRs) and hypermethylated regions (HyperMRs) in tissue-type manner across cattle, sheep, and goats. Specifically, based on the phylo-epigenetic model of DNA methylome, we identified a total of 25,074 HypoMR extension events specific to cattle, which participated in rewiring tissue-specific regulatory network. Furthermore, by integrating genome-wide association studies (GWAS) of 50 cattle traits, we provided novel insights into the genetic and evolutionary basis of complex phenotypes in cattle. Overall, our study provides a valuable resource for exploring the evolutionary dynamics of the functional genome and highlights the importance of cross-species characterization of multi-omics datasets for the evolutionary interpretation of complex phenotypes in cattle livestock. |
format | Article |
fullrecord | <record><control><sourceid>pubmed</sourceid><recordid>TN_cdi_pubmed_primary_38266195</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>38266195</sourcerecordid><originalsourceid>FETCH-pubmed_primary_382661953</originalsourceid><addsrcrecordid>eNqFTstqwkAUHYSiqfYX5H5AA06j0Swlrbjqyr3cxmsyZV7MvQ0N_fmGouuuzoNzDmeiMr0ptrne6mqmHpk_Vyu9XpflVM2K3UtZ6mqTqZ86BeacIzWGGJrgIiYU0xO8vu_BkXSDHXXwkKgntAw-9GTBeDZtJzwSCX89S98gCc3oteRJTMOALvgWGhSx9AzcEUVAf4E2oPBCPVzHQXq64VwtD2-n-pjHrw9Hl3NMxmEazve3xb-BX-tVTSQ</addsrcrecordid><sourcetype>Index Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats</title><source>DOAJ Directory of Open Access Journals</source><source>Access via Oxford University Press (Open Access Collection)</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><source>Free Full-Text Journals in Chemistry</source><creator>Chen, Siqian ; Liu, Shuli ; Shi, Shaolei ; Yin, Hongwei ; Tang, Yongjie ; Zhang, Jinning ; Li, Wenlong ; Liu, Gang ; Qu, Kaixing ; Ding, Xiangdong ; Wang, Yachun ; Liu, Jianfeng ; Zhang, Shengli ; Fang, Lingzhao ; Yu, Ying</creator><creatorcontrib>Chen, Siqian ; Liu, Shuli ; Shi, Shaolei ; Yin, Hongwei ; Tang, Yongjie ; Zhang, Jinning ; Li, Wenlong ; Liu, Gang ; Qu, Kaixing ; Ding, Xiangdong ; Wang, Yachun ; Liu, Jianfeng ; Zhang, Shengli ; Fang, Lingzhao ; Yu, Ying</creatorcontrib><description>The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, and other mammals. Here, we systematically characterized the evolutionary dynamics of DNA methylation and gene expression in three somatic tissues (i.e., brain, liver, and skeletal muscle) and sperm across seven mammalian species, including three ruminant livestock species (cattle, sheep, and goats), humans, pigs, mice, and dogs, by generating and integrating 160 DNA methylation and transcriptomic datasets. We demonstrate dynamic changes of DNA hypomethylated regions (HypoMRs) and hypermethylated regions (HyperMRs) in tissue-type manner across cattle, sheep, and goats. Specifically, based on the phylo-epigenetic model of DNA methylome, we identified a total of 25,074 HypoMR extension events specific to cattle, which participated in rewiring tissue-specific regulatory network. Furthermore, by integrating genome-wide association studies (GWAS) of 50 cattle traits, we provided novel insights into the genetic and evolutionary basis of complex phenotypes in cattle. Overall, our study provides a valuable resource for exploring the evolutionary dynamics of the functional genome and highlights the importance of cross-species characterization of multi-omics datasets for the evolutionary interpretation of complex phenotypes in cattle livestock.</description><identifier>EISSN: 1537-1719</identifier><identifier>PMID: 38266195</identifier><language>eng</language><publisher>United States</publisher><ispartof>Molecular biology and evolution, 2024-01</ispartof><rights>The Author(s) 2024. Published by Oxford University Press on behalf of Society for Molecular Biology and Evolution.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-5766-7864</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38266195$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Siqian</creatorcontrib><creatorcontrib>Liu, Shuli</creatorcontrib><creatorcontrib>Shi, Shaolei</creatorcontrib><creatorcontrib>Yin, Hongwei</creatorcontrib><creatorcontrib>Tang, Yongjie</creatorcontrib><creatorcontrib>Zhang, Jinning</creatorcontrib><creatorcontrib>Li, Wenlong</creatorcontrib><creatorcontrib>Liu, Gang</creatorcontrib><creatorcontrib>Qu, Kaixing</creatorcontrib><creatorcontrib>Ding, Xiangdong</creatorcontrib><creatorcontrib>Wang, Yachun</creatorcontrib><creatorcontrib>Liu, Jianfeng</creatorcontrib><creatorcontrib>Zhang, Shengli</creatorcontrib><creatorcontrib>Fang, Lingzhao</creatorcontrib><creatorcontrib>Yu, Ying</creatorcontrib><title>Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats</title><title>Molecular biology and evolution</title><addtitle>Mol Biol Evol</addtitle><description>The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, and other mammals. Here, we systematically characterized the evolutionary dynamics of DNA methylation and gene expression in three somatic tissues (i.e., brain, liver, and skeletal muscle) and sperm across seven mammalian species, including three ruminant livestock species (cattle, sheep, and goats), humans, pigs, mice, and dogs, by generating and integrating 160 DNA methylation and transcriptomic datasets. We demonstrate dynamic changes of DNA hypomethylated regions (HypoMRs) and hypermethylated regions (HyperMRs) in tissue-type manner across cattle, sheep, and goats. Specifically, based on the phylo-epigenetic model of DNA methylome, we identified a total of 25,074 HypoMR extension events specific to cattle, which participated in rewiring tissue-specific regulatory network. Furthermore, by integrating genome-wide association studies (GWAS) of 50 cattle traits, we provided novel insights into the genetic and evolutionary basis of complex phenotypes in cattle. Overall, our study provides a valuable resource for exploring the evolutionary dynamics of the functional genome and highlights the importance of cross-species characterization of multi-omics datasets for the evolutionary interpretation of complex phenotypes in cattle livestock.</description><issn>1537-1719</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFTstqwkAUHYSiqfYX5H5AA06j0Swlrbjqyr3cxmsyZV7MvQ0N_fmGouuuzoNzDmeiMr0ptrne6mqmHpk_Vyu9XpflVM2K3UtZ6mqTqZ86BeacIzWGGJrgIiYU0xO8vu_BkXSDHXXwkKgntAw-9GTBeDZtJzwSCX89S98gCc3oteRJTMOALvgWGhSx9AzcEUVAf4E2oPBCPVzHQXq64VwtD2-n-pjHrw9Hl3NMxmEazve3xb-BX-tVTSQ</recordid><startdate>20240124</startdate><enddate>20240124</enddate><creator>Chen, Siqian</creator><creator>Liu, Shuli</creator><creator>Shi, Shaolei</creator><creator>Yin, Hongwei</creator><creator>Tang, Yongjie</creator><creator>Zhang, Jinning</creator><creator>Li, Wenlong</creator><creator>Liu, Gang</creator><creator>Qu, Kaixing</creator><creator>Ding, Xiangdong</creator><creator>Wang, Yachun</creator><creator>Liu, Jianfeng</creator><creator>Zhang, Shengli</creator><creator>Fang, Lingzhao</creator><creator>Yu, Ying</creator><scope>NPM</scope><orcidid>https://orcid.org/0000-0002-5766-7864</orcidid></search><sort><creationdate>20240124</creationdate><title>Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats</title><author>Chen, Siqian ; Liu, Shuli ; Shi, Shaolei ; Yin, Hongwei ; Tang, Yongjie ; Zhang, Jinning ; Li, Wenlong ; Liu, Gang ; Qu, Kaixing ; Ding, Xiangdong ; Wang, Yachun ; Liu, Jianfeng ; Zhang, Shengli ; Fang, Lingzhao ; Yu, Ying</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-pubmed_primary_382661953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Siqian</creatorcontrib><creatorcontrib>Liu, Shuli</creatorcontrib><creatorcontrib>Shi, Shaolei</creatorcontrib><creatorcontrib>Yin, Hongwei</creatorcontrib><creatorcontrib>Tang, Yongjie</creatorcontrib><creatorcontrib>Zhang, Jinning</creatorcontrib><creatorcontrib>Li, Wenlong</creatorcontrib><creatorcontrib>Liu, Gang</creatorcontrib><creatorcontrib>Qu, Kaixing</creatorcontrib><creatorcontrib>Ding, Xiangdong</creatorcontrib><creatorcontrib>Wang, Yachun</creatorcontrib><creatorcontrib>Liu, Jianfeng</creatorcontrib><creatorcontrib>Zhang, Shengli</creatorcontrib><creatorcontrib>Fang, Lingzhao</creatorcontrib><creatorcontrib>Yu, Ying</creatorcontrib><collection>PubMed</collection><jtitle>Molecular biology and evolution</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Siqian</au><au>Liu, Shuli</au><au>Shi, Shaolei</au><au>Yin, Hongwei</au><au>Tang, Yongjie</au><au>Zhang, Jinning</au><au>Li, Wenlong</au><au>Liu, Gang</au><au>Qu, Kaixing</au><au>Ding, Xiangdong</au><au>Wang, Yachun</au><au>Liu, Jianfeng</au><au>Zhang, Shengli</au><au>Fang, Lingzhao</au><au>Yu, Ying</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats</atitle><jtitle>Molecular biology and evolution</jtitle><addtitle>Mol Biol Evol</addtitle><date>2024-01-24</date><risdate>2024</risdate><eissn>1537-1719</eissn><abstract>The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, and other mammals. Here, we systematically characterized the evolutionary dynamics of DNA methylation and gene expression in three somatic tissues (i.e., brain, liver, and skeletal muscle) and sperm across seven mammalian species, including three ruminant livestock species (cattle, sheep, and goats), humans, pigs, mice, and dogs, by generating and integrating 160 DNA methylation and transcriptomic datasets. We demonstrate dynamic changes of DNA hypomethylated regions (HypoMRs) and hypermethylated regions (HyperMRs) in tissue-type manner across cattle, sheep, and goats. Specifically, based on the phylo-epigenetic model of DNA methylome, we identified a total of 25,074 HypoMR extension events specific to cattle, which participated in rewiring tissue-specific regulatory network. Furthermore, by integrating genome-wide association studies (GWAS) of 50 cattle traits, we provided novel insights into the genetic and evolutionary basis of complex phenotypes in cattle. Overall, our study provides a valuable resource for exploring the evolutionary dynamics of the functional genome and highlights the importance of cross-species characterization of multi-omics datasets for the evolutionary interpretation of complex phenotypes in cattle livestock.</abstract><cop>United States</cop><pmid>38266195</pmid><orcidid>https://orcid.org/0000-0002-5766-7864</orcidid></addata></record> |
fulltext | fulltext |
identifier | EISSN: 1537-1719 |
ispartof | Molecular biology and evolution, 2024-01 |
issn | 1537-1719 |
language | eng |
recordid | cdi_pubmed_primary_38266195 |
source | DOAJ Directory of Open Access Journals; Access via Oxford University Press (Open Access Collection); PubMed Central; Alma/SFX Local Collection; Free Full-Text Journals in Chemistry |
title | Cross-species comparative DNA methylation reveals novel insights into complex traits genetics among cattle, sheep and goats |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-23T07%3A45%3A27IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmed&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Cross-species%20comparative%20DNA%20methylation%20reveals%20novel%20insights%20into%20complex%20traits%20genetics%20among%20cattle,%20sheep%20and%20goats&rft.jtitle=Molecular%20biology%20and%20evolution&rft.au=Chen,%20Siqian&rft.date=2024-01-24&rft.eissn=1537-1719&rft_id=info:doi/&rft_dat=%3Cpubmed%3E38266195%3C/pubmed%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/38266195&rfr_iscdi=true |